Yadong Liu

Orcid: 0000-0001-8385-1908

Affiliations:
  • National University of Defense Technology, College of Intelligence Science and Technology, Changsha, China


According to our database1, Yadong Liu authored at least 67 papers between 2004 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Decoding Driving Intentions via a Novel Brain-Computer Interface Paradigm With Low Cognitive Load and High Robustness.
IEEE Trans. Syst. Man Cybern. Syst., May, 2026

ConFi-GS Confidence-Guided High-Frequency Injection for 3D Gaussian Splatting Super-Resolution.
CoRR, May, 2026

Self-Supervised Disentangled Representation Learning via Compositional Invariance.
IEEE Trans. Circuits Syst. Video Technol., March, 2026

cuteSV-OL: a real-time structural variation detection framework for nanopore sequencing devices.
Bioinform., 2026

2025
Causal Confusion in Pedestrian Crossing Intention Prediction for Autonomous Vehicles: The Role of Ego-Vehicle Speed.
IEEE Trans. Intell. Transp. Syst., August, 2025

An Early Warning Approach for Pilots' Cognitive Tipping Points Based Multi-Modal Signals.
IEEE Trans Autom. Sci. Eng., 2025

Pessimistic policy iteration with bounded uncertainty.
Expert Syst. Appl., 2025

Recognizing drivers' turning intentions with EEG and eye movement.
Biomed. Signal Process. Control., 2025

CKG-TPI: integrating collaborative knowledge graph with sequence interactions for TCR-peptide binding specificity.
Briefings Bioinform., 2025

DNAMatch: An Ultra-Fast and Memory-Efficient Deep Learning Framework for Aligning Ultra-Long DNA Fragments.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

SimPG: A Pangenome-Guided Population-Specific Human Genome Simulation Tool.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

MethSV: A Long-Read-Based Framework for Profiling DNA Methylation in Structural Variation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

RVC: A Real-Time Variant Calling Framework for Short-Read Sequencing Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024
miniSNV: accurate and fast single nucleotide variant calling from nanopore sequencing data.
Briefings Bioinform., November, 2024

Kled: an ultra-fast and sensitive structural variant detection tool for long-read sequencing data.
Briefings Bioinform., March, 2024

Deadly triad matters for offline reinforcement learning.
Knowl. Based Syst., 2024

Implicit policy constraint for offline reinforcement learning.
CAAI Trans. Intell. Technol., 2024

MEHunter: transformer-based mobile element variant detection from long reads.
Bioinform., 2024

Comprehensive evaluation of haplotype phasing tools with different strategies across diverse sequence technologies.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Comprehensive Benchmarking of Genotype Imputation Tools Using a Large-Scale Chinese Reference Panel.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023
A Novel Multiscale Dilated Convolution Neural Network With Gating Mechanism for Decoding Driving Intentions Based on EEG.
IEEE Trans. Cogn. Dev. Syst., December, 2023

Conservative network for offline reinforcement learning.
Knowl. Based Syst., December, 2023

Learning robotic manipulation skills with multiple semantic goals by conservative curiosity-motivated exploration.
Frontiers Neurorobotics, June, 2023

Overfitting-avoiding goal-guided exploration for hard-exploration multi-goal reinforcement learning.
Neurocomputing, March, 2023

Energy-Based Policy Constraint for Offline Reinforcement Learning.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

Comprehensive evaluation of RNA-seq alignment methods based on long-read sequencing data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Weighted Policy Constraints for Offline Reinforcement Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
StackCirRNAPred: computational classification of long circRNA from other lncRNA based on stacking strategy.
BMC Bioinform., December, 2022

Giant magneto-impedance sensor with working point selfadaptation for unshielded human bio-magnetic detection.
Virtual Real. Intell. Hardw., 2022

Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces.
CoRR, 2022

EEG-Based Detection of Braking Intention During Simulated Driving.
CoRR, 2022

Comparison of the Nanopore and PacBio sequencing technologies for DNA 5-methylcytosine detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Long-read sequencing settings for efficient structural variation detection based on comprehensive evaluation.
BMC Bioinform., 2021

SKSV: ultrafast structural variation detection from circular consensus sequencing reads.
Bioinform., 2021

Brain-computer interface for human-multirobot strategic consensus with a differential world model.
Appl. Intell., 2021

Long-Term Person Tracking for Unmanned Aerial Vehicle Based on Human-Machine Collaboration.
IEEE Access, 2021

2020
A Dynamic User Interface Based BCI Environmental Control System.
Int. J. Hum. Comput. Interact., 2020

A self-paced BCI prototype system based on the incorporation of an intelligent environment-understanding approach for rehabilitation hospital environmental control.
Comput. Biol. Medicine, 2020

GAMA: Graph Attention Multi-agent reinforcement learning algorithm for cooperation.
Appl. Intell., 2020

2019
A Novel Single-Character Visual BCI Paradigm With Multiple Active Cognitive Tasks.
IEEE Trans. Biomed. Eng., 2019

Towards a Hybrid BCI Gaming Paradigm Based on Motor Imagery and SSVEP.
Int. J. Hum. Comput. Interact., 2019

Toward Brain-Actuated Mobile Platform.
Int. J. Hum. Comput. Interact., 2019

An Tactile ERP-Based Brain-Computer Interface for Communication.
Int. J. Hum. Comput. Interact., 2019

Dense-CAM: Visualize the Gender of Brains with MRI Images.
Proceedings of the International Joint Conference on Neural Networks, 2019

2017
Toward a Hybrid BCI: Self-Paced Operation of a P300-based Speller by Merging a Motor Imagery-Based "Brain Switch" into a P300 Spelling Approach.
Int. J. Hum. Comput. Interact., 2017

Detect visual field using eye tracking and steady-state visual evoked potential.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

EEG-Based Motor Imagery Differing in Task Complexity.
Proceedings of the Intelligence Science and Big Data Engineering, 2017

Frequency Recognition Based on Optimized Power Spectral Density Analysis for SSSEP-Based BCIs.
Proceedings of the Intelligence Science and Big Data Engineering, 2017

A SSVEP-BCI with random moving stimuli in simulation environment.
Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017

2016
A P300-Based Brain-Computer Interface for Chinese Character Input.
Int. J. Hum. Comput. Interact., 2016

Toward brain-actuated car applications: Self-paced control with a motor imagery-based brain-computer interface.
Comput. Biol. Medicine, 2016

2015
Including Signal Intensity Increases the Performance of Blind Source Separation on Brain Imaging Data.
IEEE Trans. Medical Imaging, 2015

EEG-Based Perceived Tactile Location Prediction.
IEEE Trans. Auton. Ment. Dev., 2015

A novel Morse code-inspired method for multiclass motor imagery brain-computer interface (BCI) design.
Comput. Biol. Medicine, 2015

2014
A Speedy Hybrid BCI Spelling Approach Combining P300 and SSVEP.
IEEE Trans. Biomed. Eng., 2014

Hemodynamic and electrophysiological spontaneous low-frequency oscillations in the cortex: Directional influences revealed by Granger causality.
NeuroImage, 2014

2011
Cerebral Artery-Vein Separation Using 0.1-Hz Oscillation in Dual-Wavelength Optical Imaging.
IEEE Trans. Medical Imaging, 2011

2010
OI and fMRI Signal Separation Using Both Temporal and Spatial Autocorrelations.
IEEE Trans. Biomed. Eng., 2010

Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI.
NeuroImage, 2010

Spike classification with multivariate t-distribution mixture model via improved Expectation-Maximization algorithm.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Structured noise analysis in intrinsic optical imaging.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009
Local region structured noise reduction for cortical optical imaging.
Neurocomputing, 2009

2008
fMRI Noise Reduction Based on Canonical Correlation Analysis and Surrogate Test.
IEEE J. Sel. Top. Signal Process., 2008

2005
Unified SPM-ICA for fMRI analysis.
NeuroImage, 2005

A novel method for spatio-temporal pattern analysis of brain fMRI data.
Sci. China Ser. F Inf. Sci., 2005

Spatial and Temporal Analysis for Optical Imaging Data Using CWT and tICA.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Spatio-temporal Identification of Hemodynamics in fMRI: A Data-Driven Approach.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004


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